Sagnik Roy
Deep Learning Engineer · NLP Researcher · Systems Builder
I build intelligent systems focused on deep learning, retrieval architectures, natural language processing, and scalable AI infrastructure. My work explores the intersection between advanced machine learning research and practical product-driven implementation.
About Me
I am a developer and researcher specializing in machine learning, NLP systems, retrieval architectures, computer vision, and scalable AI deployment workflows.
My primary interests revolve around building intelligent systems capable of semantic understanding, contextual memory, reasoning, and multimodal interaction.
Beyond engineering, I enjoy designing cinematic digital interfaces that merge minimalism, atmosphere, and technical depth.
Education
Manipal University Jaipur
2023 — 2027
BTech in Computer Science & Engineering specializing in Data Science.
Research & Projects
AutocompleteMe
NLP · PyTorch · Sequence Models
Built GRU/LSTM-based character-level sentence autocompletion systems trained for contextual text prediction and deployed through FastAPI and Docker.